Market Focus: Balancing AI opportunities and risks in upstream operations
Artificial intelligence is playing a growing role in upstream oil and gas, with applications ranging from drilling optimization and production forecasting to predictive maintenance and equipment monitoring. In this Market Focus episode of the Oil & Gas Journal ReEnterprised podcast, Managing Editor Conglin Xu speaks with Robert Plumb, executive vice-president at CAC, part of the Baldwin Group, about where AI can deliver the greatest value for operators and how it is beginning to reshape operational decision-making across the industry.
The conversation explores both the opportunities and risks associated with AI adoption. Plumb discusses the importance of maintaining human oversight in critical operations, the potential consequences of faulty recommendations or poor data, and the need for companies to ensure their risk management practices evolve alongside new technologies. He also shares insights into how insurers are evaluating AI-related exposures and why operators must strike the right balance between efficiency, safety, accountability, and resilience as AI becomes more deeply embedded in upstream operations.
About our guest
Robert Plumb is an executive vice-president at CAC, part of The Baldwin Group. Robert co-founded the Energy Practice of CAC Specialty in July 2016 with Josh Kirklin. Prior to joining CAC, Robert began his career as an oil and gas underwriter, working for both Travelers and the boutique energy wholesaler & MGA outfit, J.H. Blades & Co.
Through these positions, he has drafted insurance policies and written thousands of General Liability, Umbrella, Well Control, Builders Risk, Loss of Production Income, Pollution, Property, Workers Compensation, and auto policies. In his underwriting career he was responsible for an aggregate portfolio of more than $500 million in gross written premium on behalf of various carriers including domestic and international markets, specifically Lloyd’s of London securities.
Robert brings unique market perspective on how carriers analyze energy risks, and he specializes in property and casualty lines for on energy accounts worldwide. Robert has a bachelor’s degree in Corporate Communications and a Minor in Business Foundation from the University of Texas at Austin.
About the Author
Conglin XuConglin Xu
Managing Editor-Economics
Conglin Xu, Managing Editor-Economics, covers worldwide oil and gas market developments and macroeconomic factors, conducts analytical economic and financial research, generates estimates and forecasts, and compiles production and reserves statistics for Oil & Gas Journal. She joined OGJ in 2012 as Senior Economics Editor.
Xu holds a PhD in International Economics from the University of California at Santa Cruz. She was a Short-term Consultant at the World Bank and Summer Intern at the International Monetary Fund.
